from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


A						=			logging.get_logger(__name__)

A						=			{
    'hustvl/yolos-small': 'https://huggingface.co/hustvl/yolos-small/resolve/main/config.json',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}





class     lowerCAmelCase__     (				SCREAMING_SNAKE_CASE_			):


		'''simple docstring'''






		lowerCAmelCase_     =   'yolos'
		def __init__(       self     :     List[str]     ,  snake_case__     :     List[Any]=7_6_8     ,  snake_case__     :     List[Any]=1_2     ,  snake_case__     :     Union[str, Any]=1_2     ,  snake_case__     :     List[Any]=3_0_7_2     ,  snake_case__     :     Tuple="gelu"     ,  snake_case__     :     List[Any]=0.0     ,  snake_case__     :     int=0.0     ,  snake_case__     :     Optional[int]=0.02     ,  snake_case__     :     Any=1e-12     ,  snake_case__     :     int=[5_1_2, 8_6_4]     ,  snake_case__     :     str=1_6     ,  snake_case__     :     Optional[int]=3     ,  snake_case__     :     int=True     ,  snake_case__     :     Optional[int]=1_0_0     ,  snake_case__     :     Optional[int]=True     ,  snake_case__     :     Any=False     ,  snake_case__     :     int=1     ,  snake_case__     :     Optional[int]=5     ,  snake_case__     :     Any=2     ,  snake_case__     :     List[str]=5     ,  snake_case__     :     Dict=2     ,  snake_case__     :     Union[str, Any]=0.1     ,  **snake_case__     :     Union[str, Any]     ,  )      ->	Dict:
				super().__init__(**snake_case__		)

				_lowerCamelCase				   =  hidden_size
				_lowerCamelCase				   =  num_hidden_layers
				_lowerCamelCase				   =  num_attention_heads
				_lowerCamelCase				   =  intermediate_size
				_lowerCamelCase				   =  hidden_act
				_lowerCamelCase				   =  hidden_dropout_prob
				_lowerCamelCase				   =  attention_probs_dropout_prob
				_lowerCamelCase				   =  initializer_range
				_lowerCamelCase				   =  layer_norm_eps
				_lowerCamelCase				   =  image_size
				_lowerCamelCase				   =  patch_size
				_lowerCamelCase				   =  num_channels
				_lowerCamelCase				   =  qkv_bias
				_lowerCamelCase				   =  num_detection_tokens
				_lowerCamelCase				   =  use_mid_position_embeddings
				_lowerCamelCase				   =  auxiliary_loss
				# Hungarian matcher
				_lowerCamelCase				   =  class_cost
				_lowerCamelCase				   =  bbox_cost
				_lowerCamelCase				   =  giou_cost
				# Loss coefficients
				_lowerCamelCase				   =  bbox_loss_coefficient
				_lowerCamelCase				   =  giou_loss_coefficient
				_lowerCamelCase				   =  eos_coefficient





class     lowerCAmelCase__     (				SCREAMING_SNAKE_CASE_			):


		'''simple docstring'''






		lowerCAmelCase_     =   version.parse('1.11'			)
		@property
		def   _snake_case       (       self     :     Optional[int]		)      ->	Mapping[str, Mapping[int, str]]:
				return OrderedDict(
				    [
				        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
				    ]		)
		@property
		def   _snake_case       (       self     :     str		)      ->	float:
				return 1e-4



		@property
		def   _snake_case       (       self     :     List[Any]		)      ->	int:
				return 1_2
def 	lowerCamelCase					(	UpperCamelCase     :				int			,       UpperCamelCase     :				int							)   ->    str:
		if number < 0 or shift_amount < 0:
				raise ValueError('both inputs must be positive integers'							)

		_lowerCamelCase				   =  str(bin(UpperCamelCase							)							)
		binary_number += "0" * shift_amount
		return binary_number


def 	lowerCamelCase					(	UpperCamelCase     :				int			,       UpperCamelCase     :				int							)   ->    str:
		if number < 0 or shift_amount < 0:
				raise ValueError('both inputs must be positive integers'							)

		_lowerCamelCase				   =  str(bin(UpperCamelCase							)							)[2:]
		if shift_amount >= len(UpperCamelCase							):
				return "0b0"
		_lowerCamelCase				   =  binary_number[: len(UpperCamelCase							) - shift_amount]
		return "0b" + shifted_binary_number


def 	lowerCamelCase					(	UpperCamelCase     :				int			,       UpperCamelCase     :				int							)   ->    str:
		if number >= 0:  # Get binary representation of positive number
				_lowerCamelCase				   =  '0' + str(bin(UpperCamelCase							)							).strip('-'							)[2:]
		else:  # Get binary (2's complement) representation of negative number
				_lowerCamelCase				   =  len(bin(UpperCamelCase							)[3:]							)  # Find 2's complement of number
				_lowerCamelCase				   =  bin(abs(UpperCamelCase							) - (1 << binary_number_length)							)[3:]
				_lowerCamelCase				   =  (
				    '1' + '0' * (binary_number_length - len(UpperCamelCase							)) + binary_number
				)

		if shift_amount >= len(UpperCamelCase							):
				return "0b" + binary_number[0] * len(UpperCamelCase							)
		return (
		    "0b"
		    + binary_number[0] * shift_amount
		    + binary_number[: len(UpperCamelCase							) - shift_amount]
		)


if __name__ == "__main__":
				import doctest

				doctest.testmod()